Business

Revenue AI

Definition

AI applications that directly grow top-line revenue—through personalised recommendations, dynamic pricing, AI-generated leads, and hyper-personalised marketing. Revenue AI initiatives often have the highest strategic impact but require strong data foundations and careful A/B testing to validate causal lift.

Related Terms

Decision Intelligence

An applied discipline that combines data science, social science, and managerial science to improve the quality of organisational decision-making through AI and analytical tools. Decision intelligence focuses on the full decision process—framing, modelling, intervention, and learning—not just prediction.

AI ROI

The return on investment from an AI initiative, measured as the ratio of net benefit to total investment over a defined period. AI ROI is notoriously hard to quantify upfront but is increasingly demanded by CFOs; it spans hard savings (labour automation), soft gains (decision quality), and risk-adjusted value.

Generative AI for Enterprise

The deployment of generative AI—LLMs, image generators, and code assistants—within enterprise contexts, including internal copilots, customer-facing chatbots, automated content production, and software development acceleration. Enterprise deployments require additional security, compliance, and accuracy controls not needed in consumer products.

Related Services

Product Decision Review

Knowing the Terms Is Step One. Applying Them Is Step Two.

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